---
base_model:
- RozGrov/NemoDori-v0.2-12B-MN-BT
- crestf411/nemo-sunfall-v0.6.1
- unsloth/Mistral-Nemo-Instruct-2407
- UsernameJustAnother/Nemo-12B-Marlin-v5
library_name: transformers
tags:
- mergekit
- merge

---
# NemoDori-v0.2.2-12B-MN-ties

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

The second child from [NemoDori-v0.2-12B-MN-BT](https://huggingface.co/RozGrov/NemoDori-v0.2-12B-MN-BT), a sibling to [**v0.2.1**](https://huggingface.co/RozGrov/NemoDori-v0.2.1-12B-MN-BT).

**The purpose** is to find a way to increase v0.2 capability to stay **aware of the past conversations** and **follow instructions better**, especially the last one (depth-0),
while keeping it's **creativity and capability to (E)RP**.
This model is one of the few childs to try to fulfill that.

In my short testing so far, I think it's **slightly more aware of what's in the past and what it's instructed to do**, but the **response format is not very consistent**. Though, this might be because of my testing temp or bad instructions.
<br>
You can go up until temp 2 with this boy (just like it predecessor [v0.1](https://huggingface.co/RozGrov/NemoDori-v0.1-12B-MS)), but it **will not** satisfy you, because it'll spew out some old english in a modern way kind of thing.
<br>
Anyway, tweak the preset all you want in ST (the harmless ones), it will still able to respond correctly. Use preset in [v0.1](https://huggingface.co/RozGrov/NemoDori-v0.1-12B-MS) if not.

You may give me feedback on anything, or guide me how I can fulfill my-*ahem* it's purpose while keeping it as low as not-70B.
<br>
Fine-tune is... pretty expensive for me, and I'm not ready for that (yet, tho i'm interested).

## Merge Details
### Merge Method

This model was merged using the [TIES](https://arxiv.org/abs/2306.01708) merge method using [RozGrov/NemoDori-v0.2-12B-MN-BT](https://huggingface.co/RozGrov/NemoDori-v0.2-12B-MN-BT) as a base.

### Models Merged

The following models were included in the merge:
* [crestf411/nemo-sunfall-v0.6.1](https://huggingface.co/crestf411/nemo-sunfall-v0.6.1)
* [unsloth/Mistral-Nemo-Instruct-2407](https://huggingface.co/unsloth/Mistral-Nemo-Instruct-2407)
* [UsernameJustAnother/Nemo-12B-Marlin-v5](https://huggingface.co/UsernameJustAnother/Nemo-12B-Marlin-v5)

### Configuration

The following YAML configuration was used to produce this model:

```yaml

models:
  - model: crestf411/nemo-sunfall-v0.6.1
    parameters:
      weight: 0.22
  - model: UsernameJustAnother/Nemo-12B-Marlin-v5
    parameters:
      weight: 0.22
  - model: unsloth/Mistral-Nemo-Instruct-2407
    parameters:
      weight: 0.22
  - model: RozGrov/NemoDori-v0.2-12B-MN-BT
    parameters:
      weight: 0.9
merge_method: ties
base_model: RozGrov/NemoDori-v0.2-12B-MN-BT
parameters:
    density: 0.93
dtype: bfloat16

```